Smart Learning of Click and Refine for Nuclei Segmentation on Histology Images
2022 IEEE International Conference on Image Processing Habis, V. Meas-Yedid, D. F. González Obando, J. -C. Olivo-Marin and E. D. Angelini...
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Oct 17, 2022
The Lifecycle of a Neural Network in the Wild: A Multiple Instance Learning Study on Cancer
Full title: The Lifecycle of a Neural Network in the Wild: A Multiple Instance Learning Study on Cancer Detection from Breast Biopsies...
Jul 5, 2022
Deep learning from phylogenies to uncover the epidemiological dynamics of outbreaks
Nat Commun Voznica J, Zhukova A, Boskova V, Saulnier E, Lemoine F, Moslonka-Lefebvre M, Gascuel O Widely applicable, accurate and fast...
May 13, 2021
Learning physical properties of anomalous random walks using graph neural networks
J Phys A Math Theor Hippolyte Verdier, Maxime Duval, François Laurent, Alhassan Cassé, Christian L. Vestergaard, Jean-Baptiste Masson...
Nov 28, 2019
ImJoy: an open-source computational platform for the deep learning era
Nature Methods Wei Ouyang, Florian Mueller, Martin Hjelmare, Emma Lundberg & Christophe Zimmer Deep learning methods have shown...
Apr 15, 2018
Deep learning massively accelerates super-resolution localization microscopy
Nature Biotechnology Ouyang W, Aristov A, Lelek M, Hao X, Zimmer C Nat Biotechnol. 2018 Jun;36(5):460-468. doi: 10.1038/nbt.4106. Epub...
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